The MCP Trust Index.

Pixabay MCP Server

by hellohupc

Enables AI assistants to search for and retrieve images, illustrations, and videos directly from Pixabay. It provides specialized tools for discovering diverse media content like photos and animations using the Pixabay API.

helloHupc/pixabay_mcp

Kubernetes Read Only MCP Server

by vijaykodam

Enables safe, read-only interaction with Kubernetes clusters, allowing users to list resources and fetch logs without any create/update/delete operations.

vijaykodam/kubernetes-readonly-mcp

reel-relay

by siemd2

Forwards Instagram reels to Claude with timestamped transcripts and video frames, enabling Claude to watch, research, and build based on shared content.

siemd2/reel-relay

mcp-fi

by toyetola

Query databases in plain English using Claude. Supports SQLite, CSV, PostgreSQL, and MySQL.

toyetola/mcp-fi

multi-cloud-llm-platform

by ariz-ahmad

Exposes multiple LLM providers (AWS Bedrock, OpenAI, Google Gemini, local Ollama) as MCP tools with automatic routing by task type and Prometheus metrics, enabling any MCP-compatible client to generate text, route prompts, and list providers.

ariz-ahmad/multi-cloud-llm

whoop-mcp

by juliandag

Enables querying WHOOP fitness data (workouts, recovery, sleep, cycles) through Claude Desktop using the Model Context Protocol, with all data stored locally and privately.

juliandag/whoop-mcp

cloudwright-mcp

by xmpuspus

AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports

xmpuspus/cloudwright

afya-mcp

by gabrielmahia

MCP server for Kenya health system — NHIF/SHA coverage, facility finder, community health workers, maternal health guidance, essential medicines.

gabrielmahia/afya-mcp

rf-log-mcp

by cceniam

An MCP server for analyzing Robot Framework test results. It provides LLMs with tools to parse, summarize, and search through test execution logs from XML or JSON output files.

cceniam/rf_log_mcp

Telegram MCP

by francescomiliani

Personal read-only Telegram MCP server exposing chat, message, and media tools via streamable HTTP with bearer authentication.

francescomiliani/telegram-mcp-server

Realm MinistryPlatform MCP

by sanjibani

MCP server for interacting with Realm MinistryPlatform data, enabling queries, record creation, and updates from any MCP client.

sanjibani/realm-mp-mcp

gemini-pr-reviews

by mytsx

Enables fetching and analyzing Gemini Code Assist reviews from GitHub pull requests, with smart defaults and pagination.

mytsx/mcp-gemini-pr-reviews

mcp-evidence-ledger

by brianpelow

An MCP server providing an append-only, hash-chained evidence ledger for agent actions, where every record is a tamper-evident receipt cryptographically bound to all prior records and persisted as human-readable JSONL local state. It exposes tools to append records, verify chain integrity (pinpointing tampering), query records by actor/action/target/time, and fetch ledger stats—with no update or delete capabilities by design.

brianpelow/mcp-evidence-ledger

ENSP-MCP AI

by dawnight0x

Enables AI clients to manage Huawei eNSP simulated network devices, execute CLI commands, apply configurations, and perform network diagnostics through natural language, with topology upload and visualization via a web UI.

dawnight0x/ENSP-MCP

paper-intelligence

by strand-ai

A local MCP server for intelligent PDF management that converts papers to markdown and enables hybrid grep and semantic search, allowing token-efficient exploration of academic documents.

Strand-AI/paper-intelligence

agent-intern

by sinantufekci

An MCP server that bridges Claude Code with Antigravity CLI using a Swarm Agent architecture to optimize local development workflows and minimize LLM token costs. Includes a web UI for monitoring agent workflows.

SinanTufekci/agent-intern

Heuris-BioMCP

by sachingawande2003

A bioinformatics MCP server that connects AI clients to over 30 life science databases and 32 curated tools for research, drug discovery, and clinical analysis.

SachinGawande2003/Heuris-BioMCP

CourtVision Rules MCP

by whitgai

Turns official pickleball scoring rules into callable tools for LLMs to track live matches accurately.

WhitGai/courtvision-rules-mcp

微生活会员 MCP

by welife-member

自动登录微生活管理系统，查询会员、储值、消费、优惠券、营销活动等全维度经营数据。

welife-member/welife-mcp

darshjoshi/pitwall

by darshjoshi

Turn Claude into your F1 race engineer.

darshjoshi/pitwall

Narrator MCP

by 1j6k21

Captures screenshots, analyzes changes with Gemini, generates humorous narrations with sound effects, and plays them as speech via ElevenLabs, optionally integrating with a Minecraft mod for in-game events.

1J6K21/MinecraftNarratorMCP

Dell Isilon (PowerScale) MCP Server

by sachdev27

Enables AI assistants to interact with Dell PowerScale (Isilon) OneFS clusters through over 2,400 tools generated from the REST API specification. It supports managing storage protocols, snapshots, networking, and cluster configurations using natural language.

sachdev27/dell-isilon-mcp-server

MCP Database Manager

by meimingqi222

Enables LLM agents to perform CRUD operations across multiple databases including PostgreSQL, MySQL, and SQL Server using SQLAlchemy. It features configurable permission management and secure connection handling with automatic password redaction.

meimingqi222/mcp-database-manager

mcp-repo-graph

by james-chahwan

Structural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.

James-Chahwan/repo-graph

Supabase MCP Server

by dedalus-labs

Enables secure interaction with Supabase databases via the PostgREST API, supporting full CRUD operations and stored procedure calls. It utilizes the Dedalus MCP framework to provide encrypted credential handling and just-in-time token exchange.

dedalus-labs/supabase-mcp

youmind-mcp

by nosugarcoffee

Bridges YouMind content to AI assistants via MCP, enabling retrieval of craft content by ID.

NoSugarCoffee/youmind-mcp

AI SOC Agent MCP Server

by golden-horizon

Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calculate severity, and recommend remediation actions.

golden-horizon/agentic-ai-security-operations-platform

jyotish_mcp

by aikanysh7

Vedic astrology MCP server that computes birth charts, dashas, transits, and ashtakavarga using Swiss ephemerides, enabling Claude to provide astrological interpretations.

Aikanysh7/jyotish-mcp

calibre-mcp

by xmkevinchen

An MCP server for managing local Calibre libraries using the calibredb CLI. It allows users to search books, manage metadata, and retrieve EPUB file paths through natural language commands.

xmkevinchen/calibre-mcp

Mock Server AI MCP

by csoai-org

Mock Server AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CSOAI-ORG/mock-server-ai-mcp

RecodeQR

by figstra

Generate and scan QR codes easily

figstra/recodeqr-mcp

HR-assist MCP server

by yash-s27

Enables Claude Desktop to autonomously perform HR operations such as employee onboarding, leave management, meeting scheduling, ticket creation, and email notifications through MCP tool calling.

yash-s27/HR-assist-MCP-server

nlapi/cabrini-py

by nlapi

Provides US stock market data for AI agents, including intraday and daily bars, SEC fundamentals, filings, and insider data, with pay-per-query via USDC on Base.

nlapi/cabrini-py

Bot12 MCP Server

by mohamadasani494-pixel

Converts your bot12 trading bot into tools for Claude and other AI assistants, providing pre-built trading operations, account management, and reporting features.

mohamadasani494-pixel/bot12-mcp-server

YouTube Insights MCP Server

by tejas-borate-wai

An MCP server that extracts transcripts, metadata, and summaries from YouTube videos across various URL formats including Shorts and standard links. It provides comprehensive video data and insights for analysis within MCP-compatible environments.

tejas-borate-wai/youtube_insights_mcp

kingdee-mcp

by kknocookie

MCP server for querying Kingdee Cloud K/3 data including sales orders, manufacturing orders, and material shortages.

kknocookie/kingdee-mcp_ierp

SeldomMaster

by paralax

A collection of MCP tools for cybersecurity threat intelligence and local network hacking, integrating APIs like GreyNoise, Malpedia, OpenCTI, and more.

paralax/SeldomMonster

nornir-mcp-server

by nagayon-935

Enables AI agents to autonomously manage network devices using Nornir, supporting inventory filtering, parallel command execution, and configuration deployment across SSH, REST API, and serial connections.

nagayon-935/nornir-mcp-server

github-repo-summarizer

by rajat1994

An MCP server that turns any public GitHub repository into a PDF report containing a codebase summary, the most recent commits, and suggested improvements — generated locally by an Ollama model.

rajat1994/mcp-server-github-repo-summarizer

mcp-research

by francojc

Enables academic bibliographic search across arXiv, Semantic Scholar, and Google Scholar with advanced search, citation analysis, and Zotero integration for reference management.

francojc/mcp-research

YouTube MCP Server

by orishmila

Integrates with YouTube's Data API to enable video search, detailed video information retrieval, and transcript fetching with multi-language support and async performance.

OriShmila/youtube-mcp-server

Flexible Key-Value Extracting MCP Server

by kunihiros

This MCP server extracts key-value pairs from arbitrary, noisy, or unstructured text using LLMs (GPT-4.1-mini) and pydantic-ai. It keeps type safety and supports multiple output formats (JSON, YAML, TOML). The server is robust to any input and always attempts to structure data as much as possible.

KunihiroS/kv-extractor-mcp-server

Data Intelligence MCP Server

by hingaibm

Provides secure integration between MCP clients and IBM Data Intelligence services, enabling AI assistants to interact with IBM's data intelligence capabilities for data management and analytics operations.

hingaibm/data-intelligence-mcp-server

MinIO MCP Server

by raphaelren

Provides tools for interacting with MinIO and S3-compatible object storage through MCP clients like Claude. It enables comprehensive bucket and object management, including listing, creating, uploading, and generating presigned URLs.

Raphaelren/minio-mcp

ai-log-mcp-server

by jeff-dev-1

Enables querying and managing AI logs through tools like listing logs, retrieving jobs, and performing AI-powered chat queries. Also provides access to gateway security reports and guardrail testing.

jeff-dev-1/ai-log-mcp-server

Omni-ai

by gustavo9br

gustavo9br/Omni-ai

mcp-folder-stats

by dakshhgondaliyaa

Provides a tool to count files and folders in a directory, supporting both recursive and non-recursive counts.

dakshhgondaliyaa/mcp-folder-stats